{"id":"W7053084767","doi":"","title":"Teachers’ Perceptions of Students’ Postsecondary Education Aspiration Capabilities","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Praxis; Qualitative research; Premise; Qualitative property; Limiting; Educational attainment; Aptitude","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001261506,0.0004924902,0.0005606852,0.0002440551,0.0001125752,0.0001521133,0.0003089468,0.0004546882,0.001984413],"category_scores_gemma":[0.00006183724,0.0006450015,0.0002649938,0.0003733432,0.00004255788,0.0002849108,0.00004315084,0.0008653377,0.00007450207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437851,"about_ca_system_score_gemma":0.0003847743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007779427,"about_ca_topic_score_gemma":0.00009710825,"domain_scores_codex":[0.9981198,0.00005586076,0.0005846878,0.0004138591,0.000479019,0.0003467277],"domain_scores_gemma":[0.9987169,0.00007367903,0.0001941647,0.0005662914,0.0003311493,0.0001178296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000276577,0.001084102,0.007141206,0.006217231,0.001127299,0.000006450932,0.3650061,0.009333973,0.5668164,0.006175478,0.00512918,0.03193488],"study_design_scores_gemma":[0.001251047,0.0006236482,0.2298891,0.004239588,0.001265706,0.00002580682,0.7063398,0.005835358,0.01790986,0.000784595,0.0281359,0.003699525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766712,0.001247638,0.0001600945,0.000298045,0.001710303,0.000370128,0.00001940439,0.00009723683,0.01942593],"genre_scores_gemma":[0.9877081,0.0002148922,0.0004618229,0.00008536644,0.0005646689,0.00005647265,0.001458657,0.0001907984,0.009259207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5489066,"threshold_uncertainty_score":0.9996001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008270120685636607,"score_gpt":0.2963724915312659,"score_spread":0.2881023708456293,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}